Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 645816 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 90542 |
| Duplicate rows (%) | 14.0% |
| Total size in memory | 73.9 MiB |
| Average record size in memory | 120.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 6 |
year has constant value "2019" | Constant |
month has constant value "11" | Constant |
Weekend has constant value "0" | Constant |
| Dataset has 90542 (14.0%) duplicate rows | Duplicates |
NumOfEventsInJourney is highly overall correlated with NumSessions and 1 other fields | High correlation |
NumSessions is highly overall correlated with NumOfEventsInJourney and 1 other fields | High correlation |
interactionTime is highly overall correlated with NumOfEventsInJourney and 1 other fields | High correlation |
maxPrice is highly overall correlated with minPrice | High correlation |
minPrice is highly overall correlated with maxPrice | High correlation |
NumCart is highly overall correlated with NumView and 1 other fields | High correlation |
NumView is highly overall correlated with NumCart and 1 other fields | High correlation |
InsessionCart is highly overall correlated with NumCart and 1 other fields | High correlation |
Purchase is highly imbalanced (89.4%) | Imbalance |
InsessionView is highly skewed (γ1 = 28.41525841) | Skewed |
interactionTime has 626461 (97.0%) zeros | Zeros |
NumCart has 616828 (95.5%) zeros | Zeros |
NumView has 33310 (5.2%) zeros | Zeros |
InsessionCart has 613920 (95.1%) zeros | Zeros |
InsessionView has 30664 (4.7%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-22 01:25:27.695003 |
|---|---|
| Analysis finished | 2023-01-22 01:26:43.061911 |
| Duration | 1 minute and 15.37 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
NumOfEventsInJourney
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0332339 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.2018231 |
|---|---|
| Coefficient of variation (CV) | 0.19533147 |
| Kurtosis | 117.14257 |
| Mean | 1.0332339 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.1506696 |
| Sum | 667279 |
| Variance | 0.040732563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 626424 | |
| 2 | 17733 | 2.7% |
| 3 | 1394 | 0.2% |
| 4 | 187 | < 0.1% |
| 5 | 48 | < 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 6 | < 0.1% |
| 9 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 626424 | |
| 2 | 17733 | 2.7% |
| 3 | 1394 | 0.2% |
| 4 | 187 | < 0.1% |
| 5 | 48 | < 0.1% |
| 6 | 13 | < 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 5 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9 | 5 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 13 | < 0.1% |
| 5 | 48 | < 0.1% |
| 4 | 187 | < 0.1% |
| 3 | 1394 | 0.2% |
| 2 | 17733 |
NumSessions
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0196976 |
| Minimum | 1 |
|---|---|
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 11 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.15624732 |
|---|---|
| Coefficient of variation (CV) | 0.15322908 |
| Kurtosis | 213.14742 |
| Mean | 1.0196976 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.921405 |
| Sum | 658537 |
| Variance | 0.024413226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 634276 | |
| 2 | 10620 | 1.6% |
| 3 | 760 | 0.1% |
| 4 | 110 | < 0.1% |
| 5 | 27 | < 0.1% |
| 6 | 11 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 634276 | |
| 2 | 10620 | 1.6% |
| 3 | 760 | 0.1% |
| 4 | 110 | < 0.1% |
| 5 | 27 | < 0.1% |
| 6 | 11 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 11 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| 8 | 4 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 11 | < 0.1% |
| 5 | 27 | < 0.1% |
| 4 | 110 | < 0.1% |
| 3 | 760 | 0.1% |
| 2 | 10620 | 1.6% |
| 1 | 634276 |
interactionTime
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 11987 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5817.8171 |
| Minimum | 0 |
|---|---|
| Maximum | 2526451 |
| Zeros | 626461 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 2526451 |
| Range | 2526451 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 71170.314 |
|---|---|
| Coefficient of variation (CV) | 12.233165 |
| Kurtosis | 353.21112 |
| Mean | 5817.8171 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 17.123669 |
| Sum | 3.7572394 × 109 |
| Variance | 5.0652136 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 626461 | |
| 14 | 94 | < 0.1% |
| 16 | 83 | < 0.1% |
| 23 | 83 | < 0.1% |
| 22 | 81 | < 0.1% |
| 19 | 80 | < 0.1% |
| 11 | 76 | < 0.1% |
| 17 | 75 | < 0.1% |
| 8 | 75 | < 0.1% |
| 12 | 74 | < 0.1% |
| Other values (11977) | 18634 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 626461 | |
| 1 | 37 | < 0.1% |
| 2 | 35 | < 0.1% |
| 3 | 45 | < 0.1% |
| 4 | 63 | < 0.1% |
| 5 | 58 | < 0.1% |
| 6 | 45 | < 0.1% |
| 7 | 73 | < 0.1% |
| 8 | 75 | < 0.1% |
| 9 | 66 | < 0.1% |
| Value | Count | Frequency (%) |
| 2526451 | 1 | |
| 2520440 | 1 | |
| 2508763 | 1 | |
| 2494377 | 1 | |
| 2478403 | 1 | |
| 2473321 | 1 | |
| 2442933 | 1 | |
| 2436952 | 1 | |
| 2433976 | 1 | |
| 2419162 | 1 |
maxPrice
Real number (ℝ)
| Distinct | 30870 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291.46376 |
| Minimum | 0 |
|---|---|
| Maximum | 2574.07 |
| Zeros | 1799 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.18 |
| Q1 | 68.47 |
| median | 164.48 |
| Q3 | 360.34 |
| 95-th percentile | 991.7825 |
| Maximum | 2574.07 |
| Range | 2574.07 |
| Interquartile range (IQR) | 291.87 |
Descriptive statistics
| Standard deviation | 356.3125 |
|---|---|
| Coefficient of variation (CV) | 1.2224933 |
| Kurtosis | 8.5677208 |
| Mean | 291.46376 |
| Median Absolute Deviation (MAD) | 116.09 |
| Skewness | 2.5751827 |
| Sum | 1.8823196 × 108 |
| Variance | 126958.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 154.42 | 2633 | 0.4% |
| 89.84 | 2470 | 0.4% |
| 334.37 | 2086 | 0.3% |
| 231.64 | 1887 | 0.3% |
| 0 | 1799 | 0.3% |
| 308.63 | 1787 | 0.3% |
| 643.23 | 1776 | 0.3% |
| 308.86 | 1635 | 0.3% |
| 51.46 | 1594 | 0.2% |
| 82.63 | 1561 | 0.2% |
| Other values (30860) | 626588 |
| Value | Count | Frequency (%) |
| 0 | 1799 | |
| 0.77 | 3 | < 0.1% |
| 0.79 | 3 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.81 | 3 | < 0.1% |
| 0.83 | 6 | < 0.1% |
| 0.85 | 5 | < 0.1% |
| 0.87 | 6 | < 0.1% |
| 0.88 | 20 | < 0.1% |
| 0.9 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 2574.07 | 73 | |
| 2574.04 | 114 | |
| 2573.99 | 12 | < 0.1% |
| 2573.81 | 51 | |
| 2573.79 | 121 | |
| 2573.76 | 1 | < 0.1% |
| 2573.45 | 5 | < 0.1% |
| 2573.29 | 2 | < 0.1% |
| 2573.17 | 1 | < 0.1% |
| 2572.23 | 104 |
minPrice
Real number (ℝ)
| Distinct | 30856 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 291.36393 |
| Minimum | 0 |
|---|---|
| Maximum | 2574.07 |
| Zeros | 1813 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 19.13 |
| Q1 | 68.47 |
| median | 164.37 |
| Q3 | 360.34 |
| 95-th percentile | 991.13 |
| Maximum | 2574.07 |
| Range | 2574.07 |
| Interquartile range (IQR) | 291.87 |
Descriptive statistics
| Standard deviation | 356.21087 |
|---|---|
| Coefficient of variation (CV) | 1.2225634 |
| Kurtosis | 8.5741453 |
| Mean | 291.36393 |
| Median Absolute Deviation (MAD) | 115.98 |
| Skewness | 2.5759157 |
| Sum | 1.8816749 × 108 |
| Variance | 126886.18 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 154.42 | 2644 | 0.4% |
| 89.84 | 2467 | 0.4% |
| 334.37 | 2084 | 0.3% |
| 231.64 | 1883 | 0.3% |
| 0 | 1813 | 0.3% |
| 308.63 | 1776 | 0.3% |
| 643.23 | 1772 | 0.3% |
| 308.86 | 1625 | 0.3% |
| 51.46 | 1596 | 0.2% |
| 82.63 | 1561 | 0.2% |
| Other values (30846) | 626595 |
| Value | Count | Frequency (%) |
| 0 | 1813 | |
| 0.77 | 3 | < 0.1% |
| 0.79 | 3 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.81 | 3 | < 0.1% |
| 0.83 | 6 | < 0.1% |
| 0.85 | 5 | < 0.1% |
| 0.87 | 6 | < 0.1% |
| 0.88 | 20 | < 0.1% |
| 0.9 | 14 | < 0.1% |
| Value | Count | Frequency (%) |
| 2574.07 | 73 | |
| 2574.04 | 113 | |
| 2573.99 | 12 | < 0.1% |
| 2573.81 | 51 | |
| 2573.79 | 121 | |
| 2573.76 | 1 | < 0.1% |
| 2573.45 | 5 | < 0.1% |
| 2573.29 | 2 | < 0.1% |
| 2573.17 | 1 | < 0.1% |
| 2572.23 | 104 |
NumCart
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.04623608 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 616828 |
| Zeros (%) | 95.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.21738003 |
|---|---|
| Coefficient of variation (CV) | 4.7015237 |
| Kurtosis | 32.655611 |
| Mean | 0.04623608 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.0029997 |
| Sum | 29860 |
| Variance | 0.047254075 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 616828 | |
| 1 | 28210 | 4.4% |
| 2 | 710 | 0.1% |
| 3 | 55 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 3 | < 0.1% |
| 9 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 616828 | |
| 1 | 28210 | 4.4% |
| 2 | 710 | 0.1% |
| 3 | 55 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 3 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 3 | 55 | < 0.1% |
| 2 | 710 | 0.1% |
| 1 | 28210 | 4.4% |
| 0 | 616828 |
NumView
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97294121 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 33310 |
| Zeros (%) | 5.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.28325559 |
|---|---|
| Coefficient of variation (CV) | 0.29113331 |
| Kurtosis | 21.430125 |
| Mean | 0.97294121 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.020164537 |
| Sum | 628341 |
| Variance | 0.080233732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 597891 | |
| 0 | 33310 | 5.2% |
| 2 | 13613 | 2.1% |
| 3 | 857 | 0.1% |
| 4 | 106 | < 0.1% |
| 5 | 21 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 33310 | 5.2% |
| 1 | 597891 | |
| 2 | 13613 | 2.1% |
| 3 | 857 | 0.1% |
| 4 | 106 | < 0.1% |
| 5 | 21 | < 0.1% |
| 6 | 10 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 3 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 6 | 10 | < 0.1% |
| 5 | 21 | < 0.1% |
| 4 | 106 | < 0.1% |
| 3 | 857 | 0.1% |
| 2 | 13613 | 2.1% |
| 1 | 597891 | |
| 0 | 33310 | 5.2% |
InsessionCart
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050811686 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 613920 |
| Zeros (%) | 95.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.22688883 |
|---|---|
| Coefficient of variation (CV) | 4.4652884 |
| Kurtosis | 26.380357 |
| Mean | 0.050811686 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.6647641 |
| Sum | 32815 |
| Variance | 0.051478542 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 613920 | |
| 1 | 31065 | 4.8% |
| 2 | 766 | 0.1% |
| 3 | 52 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 613920 | |
| 1 | 31065 | 4.8% |
| 2 | 766 | 0.1% |
| 3 | 52 | < 0.1% |
| 4 | 8 | < 0.1% |
| 5 | 3 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 5 | 3 | < 0.1% |
| 4 | 8 | < 0.1% |
| 3 | 52 | < 0.1% |
| 2 | 766 | 0.1% |
| 1 | 31065 | 4.8% |
| 0 | 613920 |
InsessionView
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1981168 |
| Minimum | 0 |
|---|---|
| Maximum | 68 |
| Zeros | 30664 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 68 |
| Range | 68 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.87565668 |
|---|---|
| Coefficient of variation (CV) | 0.73086086 |
| Kurtosis | 1911.4005 |
| Mean | 1.1981168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.415258 |
| Sum | 773763 |
| Variance | 0.76677462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 500860 | |
| 2 | 87158 | 13.5% |
| 0 | 30664 | 4.7% |
| 3 | 18927 | 2.9% |
| 4 | 5300 | 0.8% |
| 5 | 1662 | 0.3% |
| 6 | 686 | 0.1% |
| 7 | 233 | < 0.1% |
| 8 | 78 | < 0.1% |
| 9 | 66 | < 0.1% |
| Other values (11) | 182 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 30664 | 4.7% |
| 1 | 500860 | |
| 2 | 87158 | 13.5% |
| 3 | 18927 | 2.9% |
| 4 | 5300 | 0.8% |
| 5 | 1662 | 0.3% |
| 6 | 686 | 0.1% |
| 7 | 233 | < 0.1% |
| 8 | 78 | < 0.1% |
| 9 | 66 | < 0.1% |
| Value | Count | Frequency (%) |
| 68 | 34 | |
| 34 | 17 | |
| 32 | 21 | |
| 23 | 12 | < 0.1% |
| 22 | 14 | |
| 20 | 10 | < 0.1% |
| 19 | 21 | |
| 13 | 5 | < 0.1% |
| 12 | 17 | |
| 11 | 7 | < 0.1% |
year
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| 2019 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2583264 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019 |
|---|---|
| 2nd row | 2019 |
| 3rd row | 2019 |
| 4th row | 2019 |
| 5th row | 2019 |
Common Values
| Value | Count | Frequency (%) |
| 2019 | 645816 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019 | 645816 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 645816 | |
| 0 | 645816 | |
| 1 | 645816 | |
| 9 | 645816 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2583264 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 645816 | |
| 0 | 645816 | |
| 1 | 645816 | |
| 9 | 645816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2583264 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 645816 | |
| 0 | 645816 | |
| 1 | 645816 | |
| 9 | 645816 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2583264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 645816 | |
| 0 | 645816 | |
| 1 | 645816 | |
| 9 | 645816 |
month
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| 11 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1291632 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 645816 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 645816 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1291632 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1291632 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1291632 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1291632 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1291632 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1291632 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1291632 |
weekday
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| Sat | |
|---|---|
| Fr | |
| Sun | |
| Thu | |
| Mon | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 2.808495 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1813771 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sat |
|---|---|
| 2nd row | Fr |
| 3rd row | Thu |
| 4th row | Mon |
| 5th row | Tue |
Common Values
| Value | Count | Frequency (%) |
| Sat | 126504 | |
| Fr | 123677 | |
| Sun | 110305 | |
| Thu | 78638 | |
| Mon | 71479 | |
| Tue | 67850 | |
| Wed | 67363 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sat | 126504 | |
| fr | 123677 | |
| sun | 110305 | |
| thu | 78638 | |
| mon | 71479 | |
| tue | 67850 | |
| wed | 67363 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 256793 | |
| S | 236809 | |
| n | 181784 | |
| T | 146488 | |
| e | 135213 | |
| a | 126504 | |
| t | 126504 | |
| F | 123677 | |
| r | 123677 | |
| h | 78638 | 4.3% |
| Other values (4) | 277684 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1167955 | |
| Uppercase Letter | 645816 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 256793 | |
| n | 181784 | |
| e | 135213 | |
| a | 126504 | |
| t | 126504 | |
| r | 123677 | |
| h | 78638 | 6.7% |
| o | 71479 | 6.1% |
| d | 67363 | 5.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 236809 | |
| T | 146488 | |
| F | 123677 | |
| M | 71479 | 11.1% |
| W | 67363 | 10.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1813771 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 256793 | |
| S | 236809 | |
| n | 181784 | |
| T | 146488 | |
| e | 135213 | |
| a | 126504 | |
| t | 126504 | |
| F | 123677 | |
| r | 123677 | |
| h | 78638 | 4.3% |
| Other values (4) | 277684 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1813771 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 256793 | |
| S | 236809 | |
| n | 181784 | |
| T | 146488 | |
| e | 135213 | |
| a | 126504 | |
| t | 126504 | |
| F | 123677 | |
| r | 123677 | |
| h | 78638 | 4.3% |
| Other values (4) | 277684 |
timeOfDay
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| Afternoon | |
|---|---|
| EarlyMorning | |
| Evening | |
| Morning | |
| Dawn | |
| Other values (2) |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 7.9850995 |
| Min length | 4 |
Characters and Unicode
| Total characters | 5156905 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Morning |
|---|---|
| 2nd row | Dawn |
| 3rd row | Afternoon |
| 4th row | Noon |
| 5th row | Noon |
Common Values
| Value | Count | Frequency (%) |
| Afternoon | 165214 | |
| EarlyMorning | 136248 | |
| Evening | 110578 | |
| Morning | 103407 | |
| Dawn | 80495 | |
| Noon | 34242 | 5.3% |
| Night | 15632 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| afternoon | 165214 | |
| earlymorning | 136248 | |
| evening | 110578 | |
| morning | 103407 | |
| dawn | 80495 | |
| noon | 34242 | 5.3% |
| night | 15632 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1145631 | |
| o | 638567 | |
| r | 541117 | |
| i | 365865 | 7.1% |
| g | 365865 | 7.1% |
| e | 275792 | 5.3% |
| E | 246826 | 4.8% |
| M | 239655 | 4.6% |
| a | 216743 | 4.2% |
| t | 180846 | 3.5% |
| Other values (9) | 939998 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4374841 | |
| Uppercase Letter | 782064 | 15.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 1145631 | |
| o | 638567 | |
| r | 541117 | |
| i | 365865 | 8.4% |
| g | 365865 | 8.4% |
| e | 275792 | 6.3% |
| a | 216743 | 5.0% |
| t | 180846 | 4.1% |
| f | 165214 | 3.8% |
| l | 136248 | 3.1% |
| Other values (4) | 342953 | 7.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 246826 | |
| M | 239655 | |
| A | 165214 | |
| D | 80495 | 10.3% |
| N | 49874 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5156905 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 1145631 | |
| o | 638567 | |
| r | 541117 | |
| i | 365865 | 7.1% |
| g | 365865 | 7.1% |
| e | 275792 | 5.3% |
| E | 246826 | 4.8% |
| M | 239655 | 4.6% |
| a | 216743 | 4.2% |
| t | 180846 | 3.5% |
| Other values (9) | 939998 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5156905 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 1145631 | |
| o | 638567 | |
| r | 541117 | |
| i | 365865 | 7.1% |
| g | 365865 | 7.1% |
| e | 275792 | 5.3% |
| E | 246826 | 4.8% |
| M | 239655 | 4.6% |
| a | 216743 | 4.2% |
| t | 180846 | 3.5% |
| Other values (9) | 939998 |
Weekend
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| 0 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 645816 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 645816 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 645816 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 645816 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 645816 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 645816 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 645816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 645816 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 645816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 645816 |
Purchase
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 4.9 MiB |
| 0 | |
|---|---|
| 1 | 8977 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 645816 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 645816 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 645816 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 645816 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 636839 | |
| 1 | 8977 | 1.4% |
| NumOfEventsInJourney | NumSessions | interactionTime | maxPrice | minPrice | NumCart | NumView | InsessionCart | InsessionView | weekday | timeOfDay | Purchase | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NumOfEventsInJourney | 1.000 | 0.768 | 0.999 | 0.025 | 0.024 | 0.154 | 0.466 | 0.149 | 0.104 | 0.002 | 0.000 | 0.054 |
| NumSessions | 0.768 | 1.000 | 0.776 | 0.031 | 0.029 | 0.109 | 0.374 | 0.106 | 0.018 | 0.002 | 0.000 | 0.046 |
| interactionTime | 0.999 | 0.776 | 1.000 | 0.026 | 0.024 | 0.152 | 0.468 | 0.147 | 0.103 | 0.010 | 0.004 | 0.043 |
| maxPrice | 0.025 | 0.031 | 0.026 | 1.000 | 1.000 | 0.005 | 0.009 | 0.002 | -0.022 | 0.010 | 0.008 | 0.014 |
| minPrice | 0.024 | 0.029 | 0.024 | 1.000 | 1.000 | 0.004 | 0.008 | 0.002 | -0.022 | 0.010 | 0.008 | 0.014 |
| NumCart | 0.154 | 0.109 | 0.152 | 0.005 | 0.004 | 1.000 | -0.679 | 0.951 | -0.395 | 0.017 | 0.012 | 0.014 |
| NumView | 0.466 | 0.374 | 0.468 | 0.009 | 0.008 | -0.679 | 1.000 | -0.645 | 0.477 | 0.016 | 0.016 | 0.454 |
| InsessionCart | 0.149 | 0.106 | 0.147 | 0.002 | 0.002 | 0.951 | -0.645 | 1.000 | -0.368 | 0.019 | 0.011 | 0.002 |
| InsessionView | 0.104 | 0.018 | 0.103 | -0.022 | -0.022 | -0.395 | 0.477 | -0.368 | 1.000 | 0.016 | 0.011 | 0.001 |
| weekday | 0.002 | 0.002 | 0.010 | 0.010 | 0.010 | 0.017 | 0.016 | 0.019 | 0.016 | 1.000 | 0.039 | 0.037 |
| timeOfDay | 0.000 | 0.000 | 0.004 | 0.008 | 0.008 | 0.012 | 0.016 | 0.011 | 0.011 | 0.039 | 1.000 | 0.031 |
| Purchase | 0.054 | 0.046 | 0.043 | 0.014 | 0.014 | 0.014 | 0.454 | 0.002 | 0.001 | 0.037 | 0.031 | 1.000 |
| NumOfEventsInJourney | NumSessions | interactionTime | maxPrice | minPrice | NumCart | NumView | InsessionCart | InsessionView | year | month | weekday | timeOfDay | Weekend | Purchase | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 0.0 | 154.41 | 154.41 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Morning | 0 | 0 |
| 1 | 1 | 1 | 0.0 | 92.67 | 92.67 | 0 | 1 | 0 | 1 | 2019 | 11 | Fr | Dawn | 0 | 0 |
| 2 | 1 | 1 | 0.0 | 155.71 | 155.71 | 0 | 1 | 0 | 1 | 2019 | 11 | Thu | Afternoon | 0 | 0 |
| 3 | 1 | 1 | 0.0 | 898.32 | 898.32 | 0 | 1 | 0 | 1 | 2019 | 11 | Mon | Noon | 0 | 0 |
| 4 | 1 | 1 | 0.0 | 146.21 | 146.21 | 0 | 1 | 0 | 1 | 2019 | 11 | Tue | Noon | 0 | 0 |
| 5 | 1 | 1 | 0.0 | 244.54 | 244.54 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Noon | 0 | 0 |
| 6 | 1 | 1 | 0.0 | 234.24 | 234.24 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Morning | 0 | 0 |
| 7 | 1 | 1 | 0.0 | 463.31 | 463.31 | 0 | 1 | 0 | 1 | 2019 | 11 | Wed | Evening | 0 | 0 |
| 8 | 1 | 1 | 0.0 | 253.25 | 253.25 | 0 | 1 | 0 | 1 | 2019 | 11 | Thu | Afternoon | 0 | 0 |
| 9 | 1 | 1 | 0.0 | 450.18 | 450.18 | 0 | 1 | 0 | 1 | 2019 | 11 | Mon | Morning | 0 | 0 |
| NumOfEventsInJourney | NumSessions | interactionTime | maxPrice | minPrice | NumCart | NumView | InsessionCart | InsessionView | year | month | weekday | timeOfDay | Weekend | Purchase | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 645806 | 1 | 1 | 0.0 | 2239.18 | 2239.18 | 0 | 1 | 0 | 1 | 2019 | 11 | Mon | EarlyMorning | 0 | 0 |
| 645807 | 1 | 1 | 0.0 | 121.24 | 121.24 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Dawn | 0 | 0 |
| 645808 | 1 | 1 | 0.0 | 615.20 | 615.20 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Evening | 0 | 0 |
| 645809 | 1 | 1 | 0.0 | 2254.82 | 2254.82 | 0 | 1 | 0 | 2 | 2019 | 11 | Sat | Morning | 0 | 0 |
| 645810 | 1 | 1 | 0.0 | 991.06 | 991.06 | 0 | 1 | 0 | 1 | 2019 | 11 | Tue | Dawn | 0 | 0 |
| 645811 | 1 | 1 | 0.0 | 128.67 | 128.67 | 0 | 1 | 0 | 2 | 2019 | 11 | Sat | EarlyMorning | 0 | 0 |
| 645812 | 1 | 1 | 0.0 | 244.51 | 244.51 | 0 | 1 | 0 | 1 | 2019 | 11 | Thu | EarlyMorning | 0 | 0 |
| 645813 | 1 | 1 | 0.0 | 152.82 | 152.82 | 0 | 1 | 0 | 1 | 2019 | 11 | Sun | EarlyMorning | 0 | 0 |
| 645814 | 1 | 1 | 0.0 | 190.22 | 190.22 | 0 | 1 | 0 | 1 | 2019 | 11 | Wed | Evening | 0 | 0 |
| 645815 | 1 | 1 | 0.0 | 24.41 | 24.41 | 0 | 1 | 0 | 1 | 2019 | 11 | Wed | Afternoon | 0 | 0 |
Most frequently occurring
| NumOfEventsInJourney | NumSessions | interactionTime | maxPrice | minPrice | NumCart | NumView | InsessionCart | InsessionView | year | month | weekday | timeOfDay | Weekend | Purchase | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 42570 | 1 | 1 | 0.0 | 154.42 | 154.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Fr | Afternoon | 0 | 0 | 138 |
| 83967 | 1 | 1 | 0.0 | 914.00 | 914.00 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | EarlyMorning | 0 | 0 | 123 |
| 56953 | 1 | 1 | 0.0 | 243.49 | 243.49 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | EarlyMorning | 0 | 0 | 122 |
| 36962 | 1 | 1 | 0.0 | 128.42 | 128.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Sun | EarlyMorning | 0 | 0 | 119 |
| 36960 | 1 | 1 | 0.0 | 128.42 | 128.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Sun | Afternoon | 0 | 0 | 113 |
| 42586 | 1 | 1 | 0.0 | 154.42 | 154.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | EarlyMorning | 0 | 0 | 111 |
| 83960 | 1 | 1 | 0.0 | 914.00 | 914.00 | 0 | 1 | 0 | 1 | 2019 | 11 | Fr | Dawn | 0 | 0 | 110 |
| 42593 | 1 | 1 | 0.0 | 154.42 | 154.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Sun | EarlyMorning | 0 | 0 | 107 |
| 36953 | 1 | 1 | 0.0 | 128.42 | 128.42 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Afternoon | 0 | 0 | 106 |
| 27274 | 1 | 1 | 0.0 | 89.84 | 89.84 | 0 | 1 | 0 | 1 | 2019 | 11 | Sat | Afternoon | 0 | 0 | 104 |